{"id":"W2992342263","doi":"","title":"Child Care Teacher’s Needs Type of Supervision Relative to establishment types, certificate level, teaching career, and age","year":2009,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Certificate; Psychology; Medical education; Pedagogy; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001820114,0.0001463382,0.0001675757,0.0002552194,0.0002050077,0.0001569789,0.0003555186,0.00006873533,0.000006244566],"category_scores_gemma":[0.00009371439,0.0001362641,0.00003534587,0.0004437112,0.00001681473,0.000534359,0.00006288468,0.0001949271,0.00002047851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009302689,"about_ca_system_score_gemma":0.0002510974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796235,"about_ca_topic_score_gemma":0.0000187931,"domain_scores_codex":[0.9989424,0.00009128028,0.0002606819,0.0002709242,0.0002443437,0.0001903379],"domain_scores_gemma":[0.9991397,0.00003343548,0.0001029966,0.0004145128,0.000164869,0.0001444781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003176533,0.0003602174,0.006982369,0.00001281516,0.00002419922,2.997263e-7,0.7977965,0.0000372028,0.0008119816,0.06979216,0.006382034,0.1177971],"study_design_scores_gemma":[0.0000903078,0.0002500912,0.9866384,0.0001464071,0.00001068933,0.000006620662,0.002955103,0.000003616372,0.0003377429,0.001033841,0.008357625,0.000169598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807281,0.00198395,0.0008175327,0.006373691,0.0007952426,0.000386731,0.000007018191,0.00005936974,0.008848364],"genre_scores_gemma":[0.9934033,0.00001741722,0.005004151,0.000403177,0.0002773399,0.00001018139,0.00003522777,0.000009507865,0.0008397335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.979656,"threshold_uncertainty_score":0.5556691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04469181934543952,"score_gpt":0.2838720160384092,"score_spread":0.2391801966929696,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}